Data Profiling Report

Basic Statistics

Raw Counts

Name	Value
Rows	10,878
Columns	182
Discrete columns	8
Continuous columns	148
All missing columns	26
Missing observations	1,403,623
Complete Rows	0
Total observations	1,979,796
Memory allocation	14.2 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 4 columns ignored with more than 50 categories.
## Date: 2772 categories
## HomeTeam: 51 categories
## AwayTeam: 51 categories
## Referee: 163 categories

QQ Plot

## Warning: Removed 1674 rows containing non-finite values (stat_qq).

## Warning: Removed 1674 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 2897 rows containing non-finite values (stat_qq).

## Warning: Removed 2897 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 3682 rows containing non-finite values (stat_qq).

## Warning: Removed 3682 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 4550 rows containing non-finite values (stat_qq).

## Warning: Removed 4550 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8321 rows containing non-finite values (stat_qq).

## Warning: Removed 8321 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8379 rows containing non-finite values (stat_qq).

## Warning: Removed 8379 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8379 rows containing non-finite values (stat_qq).

## Warning: Removed 8379 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 7635 rows containing non-finite values (stat_qq).

## Warning: Removed 7635 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8379 rows containing non-finite values (stat_qq).

## Warning: Removed 8379 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8379 rows containing non-finite values (stat_qq).

## Warning: Removed 8379 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8379 rows containing non-finite values (stat_qq).

## Warning: Removed 8379 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 3952 rows containing non-finite values (stat_qq).

## Warning: Removed 3952 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 4451 rows containing non-finite values (stat_qq).

## Warning: Removed 4451 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 5016 rows containing non-finite values (stat_qq).

## Warning: Removed 5016 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 6828 rows containing non-finite values (stat_qq).

## Warning: Removed 6828 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 8454 rows containing non-finite values (stat_qq).

## Warning: Removed 8454 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 3809 rows containing non-finite values (stat_qq).

## Warning: Removed 3809 rows containing non-finite values
## (stat_qq_line).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.